Triple

T4709936
Position Surface form Disambiguated ID Type / Status
Subject Into the Blue E104483 entity
Predicate director P255 FINISHED
Object John Stockwell
John Stockwell is an American film director, screenwriter, and actor known for helming stylish action and thriller films such as "Into the Blue."
 E466065 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: John Stockwell | Statement: [Into the Blue, director, John Stockwell]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Stockwell
Context triple: [Into the Blue, director, John Stockwell]
  • A. Ed Scott
    Ed Scott is a technology entrepreneur best known as a co-founder of BEA Systems, a major enterprise software company later acquired by Oracle.
  • B. Richard Madsen
    Richard Madsen is an American sociologist and scholar of Chinese society and culture, known for his influential work on religion, morality, and modernity, often in collaboration with Robert N. Bellah.
  • C. John Dawson
    John Dawson is a fictional character named John Dawson who appears in the work featuring the character Dawn.
  • D. John Dawson
    John Dawson was a pioneering American plasma physicist renowned for his foundational contributions to plasma theory and fusion research.
  • E. Kevin McKenzie
    Kevin McKenzie is an American ballet dancer, choreographer, and influential leader best known for his long tenure guiding American Ballet Theatre’s artistic direction.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: John Stockwell
Triple: [Into the Blue, director, John Stockwell]
Generated description
John Stockwell is an American film director, screenwriter, and actor known for helming stylish action and thriller films such as "Into the Blue."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Stockwell
Target entity description: John Stockwell is an American film director, screenwriter, and actor known for helming stylish action and thriller films such as "Into the Blue."
  • A. Ed Scott
    Ed Scott is a technology entrepreneur best known as a co-founder of BEA Systems, a major enterprise software company later acquired by Oracle.
  • B. Richard Madsen
    Richard Madsen is an American sociologist and scholar of Chinese society and culture, known for his influential work on religion, morality, and modernity, often in collaboration with Robert N. Bellah.
  • C. John Dawson
    John Dawson is a fictional character named John Dawson who appears in the work featuring the character Dawn.
  • D. John Dawson
    John Dawson was a pioneering American plasma physicist renowned for his foundational contributions to plasma theory and fusion research.
  • E. Kevin McKenzie
    Kevin McKenzie is an American ballet dancer, choreographer, and influential leader best known for his long tenure guiding American Ballet Theatre’s artistic direction.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69bd43eac3c08190af7e4020c6c3704c completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd63ee712c81908da60aa0df58efe0 completed March 20, 2026, 3:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69be39e6428c81909be9bdb314993b1e completed March 21, 2026, 6:25 a.m.
NEDg Description generation batch_69be3c02014c81908a6f3ed676e5505c completed March 21, 2026, 6:34 a.m.
NED2 Entity disambiguation (via description) batch_69be3cd64d0c8190b007e9f027185225 completed March 21, 2026, 6:38 a.m.
Created at: March 20, 2026, 1:17 p.m.